Alexander Statnikov
5 papers · 2010–2016 · 2 conferences · across top CS/AI conferences
Achievements
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🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15) 🏃 Academic Marathon (6) 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (2)
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Keyword Pioneer
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Trend Setter
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Conference Pioneer
Conferences
JMLR (4)
AUTOML (1)
Top co-authors
Keywords
causal discovery
(4)
markov blanket
(2)
feature selection
(2)
local causal learning
(2)
distributed learning
(1)
active learning
(1)
observational datum
(1)
experimental datum
(1)
automated machine learning
(1)
global learning
(1)
gene transcriptional network
(1)
markov boundary
(1)
model selection
(1)
variable selection
(1)
hyperparameter optimization
(1)
Papers
A Brief Review of the ChaLearn AutoML Challenge: Any-time Any-dataset Learning Without Human Intervention
AUTOML 2016
Ultra-Scalable and Efficient Methods for Hybrid Observational and Experimental Local Causal Pathway Discovery
JMLR 2015
Algorithms for Discovery of Multiple Markov Boundaries
JMLR 2013
Local Causal and Markov Blanket Induction for Causal Discovery and Feature Selection for Classification Part I: Algorithms and Empirical Evaluation
JMLR 2010
Local Causal and Markov Blanket Induction for Causal Discovery and Feature Selection for Classification Part II: Analysis and Extensions
JMLR 2010